Pattern synthesize of conformal array antennas is often a challenging problem. Various optimization algorithms such as genetic, particle swarm optimization (PSO), and invasive weed optimization have already been used for pattern synthesizing of conformal arrays. In this paper, a focused beam is synthesized for a quarter cylindrical conformal array antenna using the PSO algorithm with small computations. The desired pattern is a focused beam at
θ = 90° and
ϕ = 45° with 10° beamwidth in elevation and 15° beamwidth in azimuth with −20 dB side‐lobe level. This method can be used in general for synthesizing arbitrary desired patterns and array geometries.